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NVIDIA Kumo Relational

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NVIDIA Kumo Relational outperforms XGBoost on RelBench V1 classification tasks by nearly 4 AUROC points on average. NVIDIA Kumo Relational outperforms the RelBench V1 classification tasks. NVIDIA Kumo Relational surpasses the SAP SALT enterprise benchmark by 8% in mean reciprocal rank. NVIDIA Kumo Relational surpasses AutoGluon ensembles by 8% in mean reciprocal rank. NVIDIA Kumo Relational provides a Predictive Query Language (PQL) interface for agents. NVIDIA Kumo Relational can be deployed as an NVIDIA NIM. NVIDIA Kumo Relational is described in arXiv paper 2604.12596.· Entity summary generated by Graphiti

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BY VALID-FROM DATE
  1. NVIDIA Kumo RelationalOUTPERFORMSSAP SALT enterprise benchmark

    NVIDIA Kumo Relational surpasses the SAP SALT enterprise benchmark by 8% in mean reciprocal rank.

    Current1 sourceSAP SALT enterprise benchmark
  2. NVIDIA Kumo RelationalHAS INTERFACEPredictive Query Language (PQL)

    NVIDIA Kumo Relational provides a Predictive Query Language (PQL) interface for agents.

    Current1 sourcePredictive Query Language (PQL)
  3. NVIDIA Kumo RelationalOUTPERFORMSRelBench V1

    NVIDIA Kumo Relational outperforms the RelBench V1 classification tasks.

    Current1 sourceRelBench V1
  4. NVIDIA Kumo RelationalAVAILABLE ASNVIDIA NIM

    NVIDIA Kumo Relational can be deployed as an NVIDIA NIM.

    Current1 sourceNVIDIA NIM
  5. NVIDIA Kumo RelationalHAS PAPERarXiv paper 2604.12596

    NVIDIA Kumo Relational is described in arXiv paper 2604.12596.

    Current1 sourcearXiv paper 2604.12596
  6. NVIDIA Kumo RelationalOUTPERFORMSXGBoost

    NVIDIA Kumo Relational outperforms XGBoost on RelBench V1 classification tasks by nearly 4 AUROC points on average.

    Current1 sourceXGBoost
  7. NVIDIA Kumo RelationalOUTPERFORMSAutoGluon

    NVIDIA Kumo Relational surpasses AutoGluon ensembles by 8% in mean reciprocal rank.

    Current1 sourceAutoGluon

Relations are facts Graphiti extracted from reports, not verbatim quotes. An end date means later reporting showed the relation no longer holds.

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